Pith Number

pith:GGZP545W

pith:2024:GGZP545WBQOGY7N2GVCUL7WJNT

not attested not anchored not stored refs pending

DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations

Jos\'e Cano, Paul Henderson, Wenhao Hu

arxiv:2412.09687 v1 · 2024-12-12 · cs.LG · cs.CV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GGZP545WBQOGY7N2GVCUL7WJNT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T09:48:40.120898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31b2fef3b60c1c6c7dba354545fec96cd24cf33bb3105f2307a6ce6864faef12

Aliases

arxiv: 2412.09687 · arxiv_version: 2412.09687v1 · doi: 10.48550/arxiv.2412.09687 · pith_short_12: GGZP545WBQOG · pith_short_16: GGZP545WBQOGY7N2 · pith_short_8: GGZP545W

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GGZP545WBQOGY7N2GVCUL7WJNT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 31b2fef3b60c1c6c7dba354545fec96cd24cf33bb3105f2307a6ce6864faef12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fa0c715198cf13f9cd5085ca4486c2c2345c6ab4e1507807735226cf0c10b44",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T19:03:53Z",
    "title_canon_sha256": "1f08687b65583854d3bf947334b6992389de0dea33e79b1e4cf6a3fe6595d1f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09687",
    "kind": "arxiv",
    "version": 1
  }
}